Dataset statistics
| Number of variables | 27 |
|---|---|
| Number of observations | 19735 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 4.1 MiB |
| Average record size in memory | 216.0 B |
Variable types
| DateTime | 1 |
|---|---|
| Numeric | 26 |
T1 is highly correlated with T2 and 10 other fields | High correlation |
RH_1 is highly correlated with RH_2 and 6 other fields | High correlation |
T2 is highly correlated with T1 and 10 other fields | High correlation |
RH_2 is highly correlated with RH_1 and 6 other fields | High correlation |
T3 is highly correlated with T1 and 10 other fields | High correlation |
RH_3 is highly correlated with RH_1 and 7 other fields | High correlation |
T4 is highly correlated with T1 and 9 other fields | High correlation |
RH_4 is highly correlated with RH_1 and 7 other fields | High correlation |
T5 is highly correlated with T1 and 10 other fields | High correlation |
RH_5 is highly correlated with RH_3 and 3 other fields | High correlation |
T6 is highly correlated with T1 and 9 other fields | High correlation |
RH_6 is highly correlated with T1 and 12 other fields | High correlation |
T7 is highly correlated with T1 and 9 other fields | High correlation |
RH_7 is highly correlated with RH_1 and 7 other fields | High correlation |
T8 is highly correlated with T1 and 8 other fields | High correlation |
RH_8 is highly correlated with RH_1 and 7 other fields | High correlation |
T9 is highly correlated with T1 and 10 other fields | High correlation |
RH_9 is highly correlated with RH_1 and 6 other fields | High correlation |
T_out is highly correlated with T1 and 10 other fields | High correlation |
RH_out is highly correlated with RH_6 | High correlation |
Tdewpoint is highly correlated with T1 and 11 other fields | High correlation |
T1 is highly correlated with T2 and 10 other fields | High correlation |
RH_1 is highly correlated with RH_2 and 6 other fields | High correlation |
T2 is highly correlated with T1 and 11 other fields | High correlation |
RH_2 is highly correlated with RH_1 and 6 other fields | High correlation |
T3 is highly correlated with T1 and 10 other fields | High correlation |
RH_3 is highly correlated with RH_1 and 6 other fields | High correlation |
T4 is highly correlated with T1 and 10 other fields | High correlation |
RH_4 is highly correlated with RH_1 and 6 other fields | High correlation |
T5 is highly correlated with T1 and 10 other fields | High correlation |
T6 is highly correlated with T1 and 10 other fields | High correlation |
RH_6 is highly correlated with T1 and 11 other fields | High correlation |
T7 is highly correlated with T1 and 9 other fields | High correlation |
RH_7 is highly correlated with RH_1 and 6 other fields | High correlation |
T8 is highly correlated with T1 and 8 other fields | High correlation |
RH_8 is highly correlated with RH_1 and 6 other fields | High correlation |
T9 is highly correlated with T1 and 10 other fields | High correlation |
RH_9 is highly correlated with RH_1 and 6 other fields | High correlation |
T_out is highly correlated with T1 and 11 other fields | High correlation |
RH_out is highly correlated with T2 and 4 other fields | High correlation |
Tdewpoint is highly correlated with T1 and 12 other fields | High correlation |
T1 is highly correlated with T2 and 6 other fields | High correlation |
RH_1 is highly correlated with RH_2 and 5 other fields | High correlation |
T2 is highly correlated with T1 and 4 other fields | High correlation |
RH_2 is highly correlated with RH_1 and 3 other fields | High correlation |
T3 is highly correlated with T1 and 6 other fields | High correlation |
RH_3 is highly correlated with RH_1 and 5 other fields | High correlation |
T4 is highly correlated with T1 and 7 other fields | High correlation |
RH_4 is highly correlated with RH_1 and 5 other fields | High correlation |
T5 is highly correlated with T1 and 5 other fields | High correlation |
T6 is highly correlated with T2 and 2 other fields | High correlation |
RH_6 is highly correlated with T4 and 2 other fields | High correlation |
T7 is highly correlated with T1 and 6 other fields | High correlation |
RH_7 is highly correlated with RH_1 and 5 other fields | High correlation |
T8 is highly correlated with T1 and 5 other fields | High correlation |
RH_8 is highly correlated with RH_1 and 4 other fields | High correlation |
T9 is highly correlated with T1 and 6 other fields | High correlation |
RH_9 is highly correlated with RH_1 and 4 other fields | High correlation |
T_out is highly correlated with T2 and 2 other fields | High correlation |
Tdewpoint is highly correlated with T6 and 1 other fields | High correlation |
T1 is highly correlated with T2 and 11 other fields | High correlation |
RH_1 is highly correlated with RH_2 and 14 other fields | High correlation |
T2 is highly correlated with T1 and 12 other fields | High correlation |
RH_2 is highly correlated with T1 and 18 other fields | High correlation |
T3 is highly correlated with T1 and 15 other fields | High correlation |
RH_3 is highly correlated with RH_1 and 11 other fields | High correlation |
T4 is highly correlated with T1 and 11 other fields | High correlation |
RH_4 is highly correlated with RH_1 and 13 other fields | High correlation |
T5 is highly correlated with T1 and 13 other fields | High correlation |
RH_5 is highly correlated with RH_1 and 7 other fields | High correlation |
T6 is highly correlated with T1 and 13 other fields | High correlation |
RH_6 is highly correlated with T1 and 16 other fields | High correlation |
T7 is highly correlated with T1 and 19 other fields | High correlation |
RH_7 is highly correlated with RH_1 and 12 other fields | High correlation |
T8 is highly correlated with T1 and 16 other fields | High correlation |
RH_8 is highly correlated with RH_1 and 10 other fields | High correlation |
T9 is highly correlated with T1 and 17 other fields | High correlation |
RH_9 is highly correlated with RH_1 and 11 other fields | High correlation |
T_out is highly correlated with T1 and 13 other fields | High correlation |
Press_mm_hg is highly correlated with T3 and 5 other fields | High correlation |
RH_out is highly correlated with RH_1 and 9 other fields | High correlation |
Visibility is highly correlated with RH_out | High correlation |
Tdewpoint is highly correlated with T1 and 17 other fields | High correlation |
date has unique values | Unique |
rv2 has unique values | Unique |
Reproduction
| Analysis started | 2021-12-02 14:04:28.973525 |
|---|---|
| Analysis finished | 2021-12-02 14:05:23.881412 |
| Duration | 54.91 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 19735 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 154.3 KiB |
| Minimum | 2016-01-11 17:00:00 |
|---|---|
| Maximum | 2016-05-27 18:00:00 |
| Distinct | 722 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.68657139 |
| Minimum | 16.79 |
|---|---|
| Maximum | 26.26 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 154.3 KiB |
Quantile statistics
| Minimum | 16.79 |
|---|---|
| 5-th percentile | 19.1 |
| Q1 | 20.76 |
| median | 21.6 |
| Q3 | 22.6 |
| 95-th percentile | 24.72645455 |
| Maximum | 26.26 |
| Range | 9.47 |
| Interquartile range (IQR) | 1.84 |
Descriptive statistics
| Standard deviation | 1.606065645 |
|---|---|
| Coefficient of variation (CV) | 0.07405807106 |
| Kurtosis | 0.1616012727 |
| Mean | 21.68657139 |
| Median Absolute Deviation (MAD) | 0.9 |
| Skewness | 0.1209171174 |
| Sum | 427984.4863 |
| Variance | 2.579446855 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21 | 514 | 2.6% |
| 21.39 | 484 | 2.5% |
| 21.2 | 481 | 2.4% |
| 21.5 | 458 | 2.3% |
| 21.29 | 455 | 2.3% |
| 20.89 | 435 | 2.2% |
| 21.1 | 422 | 2.1% |
| 22.2 | 411 | 2.1% |
| 21.89 | 407 | 2.1% |
| 22 | 401 | 2.0% |
| Other values (712) | 15267 |
| Value | Count | Frequency (%) |
| 16.79 | 10 | |
| 16.82333333 | 2 | < 0.1% |
| 16.85666667 | 2 | < 0.1% |
| 16.89 | 19 | |
| 16.96333333 | 1 | < 0.1% |
| 17 | 15 | |
| 17.1 | 11 | |
| 17.13333333 | 1 | < 0.1% |
| 17.2 | 11 | |
| 17.23 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 26.26 | 3 | < 0.1% |
| 26.2 | 7 | |
| 26.16666667 | 3 | < 0.1% |
| 26.1 | 15 | |
| 26.06666667 | 3 | < 0.1% |
| 26.03333333 | 3 | < 0.1% |
| 26 | 6 | < 0.1% |
| 25.96333333 | 1 | < 0.1% |
| 25.89 | 2 | < 0.1% |
| 25.82333333 | 1 | < 0.1% |
| Distinct | 2547 |
|---|---|
| Distinct (%) | 12.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.25973928 |
| Minimum | 27.02333333 |
|---|---|
| Maximum | 63.36 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 154.3 KiB |
Quantile statistics
| Minimum | 27.02333333 |
|---|---|
| 5-th percentile | 34.7 |
| Q1 | 37.33333333 |
| median | 39.65666667 |
| Q3 | 43.06666667 |
| 95-th percentile | 47.32666667 |
| Maximum | 63.36 |
| Range | 36.33666667 |
| Interquartile range (IQR) | 5.733333333 |
Descriptive statistics
| Standard deviation | 3.97929883 |
|---|---|
| Coefficient of variation (CV) | 0.09884065077 |
| Kurtosis | 0.1126286975 |
| Mean | 40.25973928 |
| Median Absolute Deviation (MAD) | 2.703333333 |
| Skewness | 0.4657737564 |
| Sum | 794525.9547 |
| Variance | 15.83481918 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 39.09 | 152 | 0.8% |
| 39.4 | 144 | 0.7% |
| 37.7 | 141 | 0.7% |
| 37.2 | 140 | 0.7% |
| 38.29 | 139 | 0.7% |
| 38.79 | 138 | 0.7% |
| 36.9 | 129 | 0.7% |
| 39 | 122 | 0.6% |
| 39.59 | 115 | 0.6% |
| 37.09 | 115 | 0.6% |
| Other values (2537) | 18400 |
| Value | Count | Frequency (%) |
| 27.02333333 | 1 | |
| 27.23333333 | 1 | |
| 27.36 | 1 | |
| 27.43 | 1 | |
| 27.545 | 1 | |
| 27.73333333 | 1 | |
| 27.86 | 2 | |
| 27.92666667 | 1 | |
| 27.96 | 1 | |
| 28.13333333 | 1 |
| Value | Count | Frequency (%) |
| 63.36 | 1 | |
| 59.63333333 | 1 | |
| 57.66333333 | 1 | |
| 57.49666667 | 1 | |
| 57.42333333 | 1 | |
| 57.395 | 1 | |
| 56.55666667 | 1 | |
| 56.39333333 | 1 | |
| 56.09 | 1 | |
| 56.06666667 | 1 |
| Distinct | 1650 |
|---|---|
| Distinct (%) | 8.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.34121946 |
| Minimum | 16.1 |
|---|---|
| Maximum | 29.85666667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 154.3 KiB |
Quantile statistics
| Minimum | 16.1 |
|---|---|
| 5-th percentile | 17.32333333 |
| Q1 | 18.79 |
| median | 20 |
| Q3 | 21.5 |
| 95-th percentile | 24.55766667 |
| Maximum | 29.85666667 |
| Range | 13.75666667 |
| Interquartile range (IQR) | 2.71 |
Descriptive statistics
| Standard deviation | 2.192973534 |
|---|---|
| Coefficient of variation (CV) | 0.1078093443 |
| Kurtosis | 0.9333969277 |
| Mean | 20.34121946 |
| Median Absolute Deviation (MAD) | 1.3 |
| Skewness | 0.8896578499 |
| Sum | 401433.9661 |
| Variance | 4.809132919 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 19.2 | 331 | 1.7% |
| 19.6 | 325 | 1.6% |
| 19.5 | 318 | 1.6% |
| 19.7 | 313 | 1.6% |
| 19.29 | 301 | 1.5% |
| 20.29 | 281 | 1.4% |
| 19.1 | 280 | 1.4% |
| 19.39 | 274 | 1.4% |
| 19 | 264 | 1.3% |
| 20.5 | 263 | 1.3% |
| Other values (1640) | 16785 |
| Value | Count | Frequency (%) |
| 16.1 | 17 | 0.1% |
| 16.13333333 | 2 | < 0.1% |
| 16.2 | 51 | |
| 16.23 | 3 | < 0.1% |
| 16.26 | 3 | < 0.1% |
| 16.29 | 24 | |
| 16.32333333 | 4 | < 0.1% |
| 16.35666667 | 2 | < 0.1% |
| 16.365 | 1 | < 0.1% |
| 16.39 | 26 |
| Value | Count | Frequency (%) |
| 29.85666667 | 2 | |
| 29.79 | 1 | |
| 29.66666667 | 1 | |
| 29.66333333 | 1 | |
| 29.53333333 | 1 | |
| 29.5 | 1 | |
| 29.46333333 | 1 | |
| 29.39 | 1 | |
| 29.36 | 1 | |
| 29.26 | 2 |
| Distinct | 3376 |
|---|---|
| Distinct (%) | 17.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.42042041 |
| Minimum | 20.46333333 |
|---|---|
| Maximum | 56.02666667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 154.3 KiB |
Quantile statistics
| Minimum | 20.46333333 |
|---|---|
| 5-th percentile | 33.43233333 |
| Q1 | 37.9 |
| median | 40.5 |
| Q3 | 43.26 |
| 95-th percentile | 46.66433333 |
| Maximum | 56.02666667 |
| Range | 35.56333333 |
| Interquartile range (IQR) | 5.36 |
Descriptive statistics
| Standard deviation | 4.06981254 |
|---|---|
| Coefficient of variation (CV) | 0.1006870413 |
| Kurtosis | 0.6709593742 |
| Mean | 40.42042041 |
| Median Absolute Deviation (MAD) | 2.7 |
| Skewness | -0.2682471734 |
| Sum | 797696.9969 |
| Variance | 16.56337411 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 40 | 135 | 0.7% |
| 41.5 | 124 | 0.6% |
| 43.7 | 110 | 0.6% |
| 41.29 | 109 | 0.6% |
| 43.9 | 108 | 0.5% |
| 39.79 | 103 | 0.5% |
| 41.2 | 103 | 0.5% |
| 41.4 | 101 | 0.5% |
| 40.5 | 100 | 0.5% |
| 41.59 | 100 | 0.5% |
| Other values (3366) | 18642 |
| Value | Count | Frequency (%) |
| 20.46333333 | 1 | |
| 20.59666667 | 1 | |
| 20.83333333 | 1 | |
| 20.89333333 | 1 | |
| 21.04 | 1 | |
| 21.23 | 1 | |
| 21.43 | 1 | |
| 21.56666667 | 1 | |
| 21.76 | 1 | |
| 22.23 | 1 |
| Value | Count | Frequency (%) |
| 56.02666667 | 1 | |
| 54.76666667 | 1 | |
| 54.65666667 | 1 | |
| 54.09 | 2 | |
| 53.98498498 | 1 | |
| 53.87996997 | 1 | |
| 53.83333333 | 1 | |
| 53.77495495 | 1 | |
| 53.66993994 | 1 | |
| 53.62666667 | 1 |
| Distinct | 1426 |
|---|---|
| Distinct (%) | 7.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.26761098 |
| Minimum | 17.2 |
|---|---|
| Maximum | 29.236 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 154.3 KiB |
Quantile statistics
| Minimum | 17.2 |
|---|---|
| 5-th percentile | 19.5 |
| Q1 | 20.79 |
| median | 22.1 |
| Q3 | 23.29 |
| 95-th percentile | 26.2 |
| Maximum | 29.236 |
| Range | 12.036 |
| Interquartile range (IQR) | 2.5 |
Descriptive statistics
| Standard deviation | 2.006110536 |
|---|---|
| Coefficient of variation (CV) | 0.09009096384 |
| Kurtosis | -0.007055252547 |
| Mean | 22.26761098 |
| Median Absolute Deviation (MAD) | 1.29 |
| Skewness | 0.4507773351 |
| Sum | 439451.3028 |
| Variance | 4.024479483 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 22.39 | 433 | 2.2% |
| 22.1 | 372 | 1.9% |
| 21.79 | 369 | 1.9% |
| 22.6 | 338 | 1.7% |
| 20.2 | 329 | 1.7% |
| 22 | 328 | 1.7% |
| 23.1 | 325 | 1.6% |
| 22.5 | 325 | 1.6% |
| 20.5 | 319 | 1.6% |
| 21 | 313 | 1.6% |
| Other values (1416) | 16284 |
| Value | Count | Frequency (%) |
| 17.2 | 3 | < 0.1% |
| 17.23 | 1 | < 0.1% |
| 17.26 | 1 | < 0.1% |
| 17.29 | 19 | |
| 17.315 | 1 | < 0.1% |
| 17.32333333 | 2 | < 0.1% |
| 17.35666667 | 3 | < 0.1% |
| 17.39 | 17 | |
| 17.445 | 1 | < 0.1% |
| 17.46333333 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 29.236 | 1 | |
| 29.2 | 1 | |
| 29.19857143 | 1 | |
| 29.16 | 1 | |
| 29.1 | 1 | |
| 29.07142857 | 1 | |
| 29.06666667 | 1 | |
| 29.06 | 1 | |
| 28.99714286 | 1 | |
| 28.956 | 1 |
| Distinct | 2618 |
|---|---|
| Distinct (%) | 13.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.24250008 |
| Minimum | 28.76666667 |
|---|---|
| Maximum | 50.16333333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 154.3 KiB |
Quantile statistics
| Minimum | 28.76666667 |
|---|---|
| 5-th percentile | 34.76 |
| Q1 | 36.9 |
| median | 38.53 |
| Q3 | 41.76 |
| 95-th percentile | 45.09 |
| Maximum | 50.16333333 |
| Range | 21.39666667 |
| Interquartile range (IQR) | 4.86 |
Descriptive statistics
| Standard deviation | 3.254576493 |
|---|---|
| Coefficient of variation (CV) | 0.0829349936 |
| Kurtosis | -0.5831259435 |
| Mean | 39.24250008 |
| Median Absolute Deviation (MAD) | 2.06 |
| Skewness | 0.46758908 |
| Sum | 774450.739 |
| Variance | 10.59226815 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 37.59 | 243 | 1.2% |
| 37.5 | 205 | 1.0% |
| 38.29 | 199 | 1.0% |
| 37.2 | 197 | 1.0% |
| 37.9 | 188 | 1.0% |
| 37.29 | 185 | 0.9% |
| 38.4 | 182 | 0.9% |
| 37.7 | 165 | 0.8% |
| 38.2 | 160 | 0.8% |
| 36.9 | 158 | 0.8% |
| Other values (2608) | 17853 |
| Value | Count | Frequency (%) |
| 28.76666667 | 1 | |
| 28.86 | 1 | |
| 29 | 1 | |
| 29.29333333 | 1 | |
| 29.49333333 | 1 | |
| 29.59333333 | 1 | |
| 29.8 | 1 | |
| 29.89666667 | 1 | |
| 29.96666667 | 1 | |
| 30 | 1 |
| Value | Count | Frequency (%) |
| 50.16333333 | 1 | |
| 50.09 | 1 | |
| 49.93 | 1 | |
| 49.8 | 1 | |
| 49.65666667 | 1 | |
| 49.56 | 1 | |
| 49.39333333 | 1 | |
| 49.36333333 | 1 | |
| 49.22666667 | 1 | |
| 49.03 | 1 |
| Distinct | 1390 |
|---|---|
| Distinct (%) | 7.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.85533472 |
| Minimum | 15.1 |
|---|---|
| Maximum | 26.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 154.3 KiB |
Quantile statistics
| Minimum | 15.1 |
|---|---|
| 5-th percentile | 17.79 |
| Q1 | 19.53 |
| median | 20.66666667 |
| Q3 | 22.1 |
| 95-th percentile | 24.5 |
| Maximum | 26.2 |
| Range | 11.1 |
| Interquartile range (IQR) | 2.57 |
Descriptive statistics
| Standard deviation | 2.042884477 |
|---|---|
| Coefficient of variation (CV) | 0.09795500788 |
| Kurtosis | -0.03763321169 |
| Mean | 20.85533472 |
| Median Absolute Deviation (MAD) | 1.276666667 |
| Skewness | 0.1703840572 |
| Sum | 411580.0307 |
| Variance | 4.173376986 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20.39 | 348 | 1.8% |
| 20.29 | 345 | 1.7% |
| 20.6 | 337 | 1.7% |
| 20.1 | 335 | 1.7% |
| 19.79 | 333 | 1.7% |
| 19.7 | 331 | 1.7% |
| 20.5 | 315 | 1.6% |
| 19.89 | 315 | 1.6% |
| 19.6 | 313 | 1.6% |
| 20 | 309 | 1.6% |
| Other values (1380) | 16454 |
| Value | Count | Frequency (%) |
| 15.1 | 14 | 0.1% |
| 15.13 | 2 | < 0.1% |
| 15.16 | 3 | < 0.1% |
| 15.19 | 40 | |
| 15.22666667 | 2 | < 0.1% |
| 15.26333333 | 2 | < 0.1% |
| 15.3 | 23 | |
| 15.36 | 1 | < 0.1% |
| 15.39 | 16 | 0.1% |
| 15.42666667 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 26.2 | 2 | < 0.1% |
| 26.18 | 1 | < 0.1% |
| 26.14285714 | 1 | < 0.1% |
| 26.14 | 1 | < 0.1% |
| 26.12857143 | 1 | < 0.1% |
| 26.1 | 20 | |
| 26.075 | 1 | < 0.1% |
| 26.05714286 | 1 | < 0.1% |
| 26.04285714 | 2 | < 0.1% |
| 26.04 | 1 | < 0.1% |
| Distinct | 2987 |
|---|---|
| Distinct (%) | 15.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.02690379 |
| Minimum | 27.66 |
|---|---|
| Maximum | 51.09 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 154.3 KiB |
Quantile statistics
| Minimum | 27.66 |
|---|---|
| 5-th percentile | 33 |
| Q1 | 35.53 |
| median | 38.4 |
| Q3 | 42.15666667 |
| 95-th percentile | 46.79 |
| Maximum | 51.09 |
| Range | 23.43 |
| Interquartile range (IQR) | 6.626666667 |
Descriptive statistics
| Standard deviation | 4.341320653 |
|---|---|
| Coefficient of variation (CV) | 0.1112391769 |
| Kurtosis | -0.613966767 |
| Mean | 39.02690379 |
| Median Absolute Deviation (MAD) | 3.17 |
| Skewness | 0.4446143392 |
| Sum | 770195.9463 |
| Variance | 18.84706501 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 38.59 | 169 | 0.9% |
| 38.2 | 166 | 0.8% |
| 34.79 | 146 | 0.7% |
| 38.09 | 145 | 0.7% |
| 38.29 | 140 | 0.7% |
| 35.2 | 133 | 0.7% |
| 36.5 | 129 | 0.7% |
| 35.29 | 124 | 0.6% |
| 38.5 | 123 | 0.6% |
| 35 | 122 | 0.6% |
| Other values (2977) | 18338 |
| Value | Count | Frequency (%) |
| 27.66 | 1 | |
| 28.13571429 | 1 | |
| 28.42428571 | 1 | |
| 28.716 | 1 | |
| 28.778 | 1 | |
| 28.79 | 2 | |
| 28.85666667 | 1 | |
| 28.89333333 | 1 | |
| 28.92666667 | 1 | |
| 28.99714286 | 1 |
| Value | Count | Frequency (%) |
| 51.09 | 1 | |
| 51.06333333 | 1 | |
| 51 | 1 | |
| 50.96333333 | 1 | |
| 50.93 | 1 | |
| 50.9 | 1 | |
| 50.86 | 1 | |
| 50.76 | 2 | |
| 50.745 | 1 | |
| 50.7 | 1 |
| Distinct | 2263 |
|---|---|
| Distinct (%) | 11.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.59210633 |
| Minimum | 15.33 |
|---|---|
| Maximum | 25.795 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 154.3 KiB |
Quantile statistics
| Minimum | 15.33 |
|---|---|
| 5-th percentile | 17.1 |
| Q1 | 18.2775 |
| median | 19.39 |
| Q3 | 20.61964286 |
| 95-th percentile | 23.39 |
| Maximum | 25.795 |
| Range | 10.465 |
| Interquartile range (IQR) | 2.342142857 |
Descriptive statistics
| Standard deviation | 1.844623274 |
|---|---|
| Coefficient of variation (CV) | 0.09415135068 |
| Kurtosis | 0.1127236661 |
| Mean | 19.59210633 |
| Median Absolute Deviation (MAD) | 1.19 |
| Skewness | 0.5582196988 |
| Sum | 386650.2184 |
| Variance | 3.402635021 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18.6 | 385 | 2.0% |
| 18.7 | 373 | 1.9% |
| 19.29 | 370 | 1.9% |
| 20 | 361 | 1.8% |
| 18.5 | 357 | 1.8% |
| 19.89 | 349 | 1.8% |
| 20.1 | 335 | 1.7% |
| 18 | 332 | 1.7% |
| 17.5 | 323 | 1.6% |
| 20.79 | 313 | 1.6% |
| Other values (2253) | 16237 |
| Value | Count | Frequency (%) |
| 15.33 | 1 | < 0.1% |
| 15.335 | 2 | < 0.1% |
| 15.34 | 1 | < 0.1% |
| 15.345 | 5 | |
| 15.35 | 1 | < 0.1% |
| 15.355 | 1 | < 0.1% |
| 15.36 | 6 | |
| 15.365 | 2 | < 0.1% |
| 15.37 | 6 | |
| 15.375 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 25.795 | 1 | < 0.1% |
| 25.745 | 1 | < 0.1% |
| 25.7 | 1 | < 0.1% |
| 25.63333333 | 1 | < 0.1% |
| 25.46666667 | 1 | < 0.1% |
| 25.39 | 1 | < 0.1% |
| 25.35666667 | 2 | < 0.1% |
| 25.336 | 1 | < 0.1% |
| 25.32333333 | 1 | < 0.1% |
| 25.29 | 7 |
| Distinct | 7571 |
|---|---|
| Distinct (%) | 38.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.94928263 |
| Minimum | 29.815 |
|---|---|
| Maximum | 96.32166667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 154.3 KiB |
Quantile statistics
| Minimum | 29.815 |
|---|---|
| 5-th percentile | 40.79 |
| Q1 | 45.4 |
| median | 49.09 |
| Q3 | 53.66333333 |
| 95-th percentile | 70.39 |
| Maximum | 96.32166667 |
| Range | 66.50666667 |
| Interquartile range (IQR) | 8.263333333 |
Descriptive statistics
| Standard deviation | 9.022034307 |
|---|---|
| Coefficient of variation (CV) | 0.1770787309 |
| Kurtosis | 4.503390552 |
| Mean | 50.94928263 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.86682002 |
| Sum | 1005484.093 |
| Variance | 81.39710303 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 49 | 89 | 0.5% |
| 45 | 81 | 0.4% |
| 46.7 | 78 | 0.4% |
| 47.5 | 76 | 0.4% |
| 45.9 | 75 | 0.4% |
| 51 | 74 | 0.4% |
| 43.4 | 73 | 0.4% |
| 48.29 | 71 | 0.4% |
| 45.59 | 70 | 0.4% |
| 46 | 70 | 0.4% |
| Other values (7561) | 18978 |
| Value | Count | Frequency (%) |
| 29.815 | 1 | |
| 29.85666667 | 1 | |
| 30.03 | 1 | |
| 30.03333333 | 1 | |
| 30.16666667 | 1 | |
| 30.29333333 | 2 | |
| 30.53333333 | 1 | |
| 30.6 | 1 | |
| 30.89 | 1 | |
| 30.95666667 | 1 |
| Value | Count | Frequency (%) |
| 96.32166667 | 1 | |
| 95.95388889 | 1 | |
| 95.80222222 | 1 | |
| 95.60888889 | 1 | |
| 95.38833333 | 1 | |
| 94.98611111 | 1 | |
| 94.91388889 | 1 | |
| 94.91333333 | 1 | |
| 94.83611111 | 1 | |
| 94.45444444 | 1 |
| Distinct | 4446 |
|---|---|
| Distinct (%) | 22.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.910939332 |
| Minimum | -6.065 |
|---|---|
| Maximum | 28.29 |
| Zeros | 26 |
| Zeros (%) | 0.1% |
| Negative | 1360 |
| Negative (%) | 6.9% |
| Memory size | 154.3 KiB |
Quantile statistics
| Minimum | -6.065 |
|---|---|
| 5-th percentile | -0.6666666667 |
| Q1 | 3.626666667 |
| median | 7.3 |
| Q3 | 11.256 |
| 95-th percentile | 19.5512 |
| Maximum | 28.29 |
| Range | 34.355 |
| Interquartile range (IQR) | 7.629333333 |
Descriptive statistics
| Standard deviation | 6.09034661 |
|---|---|
| Coefficient of variation (CV) | 0.7698639004 |
| Kurtosis | 0.425548833 |
| Mean | 7.910939332 |
| Median Absolute Deviation (MAD) | 3.79 |
| Skewness | 0.5974713396 |
| Sum | 156122.3877 |
| Variance | 37.09232183 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.4 | 86 | 0.4% |
| 5.59 | 84 | 0.4% |
| 9.6 | 78 | 0.4% |
| 9.1 | 78 | 0.4% |
| 6.3 | 76 | 0.4% |
| 6.09 | 75 | 0.4% |
| 10.19 | 74 | 0.4% |
| 5.5 | 72 | 0.4% |
| 6.19 | 70 | 0.4% |
| 9.39 | 69 | 0.3% |
| Other values (4436) | 18973 |
| Value | Count | Frequency (%) |
| -6.065 | 1 | |
| -6.03 | 1 | |
| -6.028333333 | 1 | |
| -6.01 | 2 | |
| -6 | 1 | |
| -5.977777778 | 1 | |
| -5.933333333 | 1 | |
| -5.888888889 | 1 | |
| -5.872222222 | 1 | |
| -5.861904762 | 1 |
| Value | Count | Frequency (%) |
| 28.29 | 1 | |
| 28.236 | 1 | |
| 28.218 | 1 | |
| 28.2 | 1 | |
| 28.15 | 1 | |
| 28.14 | 1 | |
| 28.12 | 1 | |
| 28.11428571 | 1 | |
| 28.04 | 1 | |
| 27.98285714 | 1 |
| Distinct | 9709 |
|---|---|
| Distinct (%) | 49.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.60908339 |
| Minimum | 1 |
|---|---|
| Maximum | 99.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 154.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 30.025 |
| median | 55.29 |
| Q3 | 83.22666667 |
| 95-th percentile | 98.59 |
| Maximum | 99.9 |
| Range | 98.9 |
| Interquartile range (IQR) | 53.20166667 |
Descriptive statistics
| Standard deviation | 31.14980588 |
|---|---|
| Coefficient of variation (CV) | 0.5704143696 |
| Kurtosis | -1.142064305 |
| Mean | 54.60908339 |
| Median Absolute Deviation (MAD) | 27.02333333 |
| Skewness | -0.2419612005 |
| Sum | 1077710.261 |
| Variance | 970.3104061 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1452 | 7.4% |
| 99.9 | 751 | 3.8% |
| 92.3 | 53 | 0.3% |
| 92.19 | 38 | 0.2% |
| 87.69 | 29 | 0.1% |
| 98.59 | 27 | 0.1% |
| 96.09 | 26 | 0.1% |
| 52.5 | 24 | 0.1% |
| 97 | 24 | 0.1% |
| 96.4 | 22 | 0.1% |
| Other values (9699) | 17289 |
| Value | Count | Frequency (%) |
| 1 | 1452 | |
| 1.02 | 1 | < 0.1% |
| 1.033333333 | 4 | < 0.1% |
| 1.04 | 1 | < 0.1% |
| 1.042857143 | 1 | < 0.1% |
| 1.06 | 1 | < 0.1% |
| 1.066666667 | 6 | < 0.1% |
| 1.075 | 1 | < 0.1% |
| 1.096666667 | 4 | < 0.1% |
| 1.1 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 99.9 | 751 | |
| 99.86666667 | 3 | < 0.1% |
| 99.83333333 | 4 | < 0.1% |
| 99.83 | 1 | < 0.1% |
| 99.8 | 4 | < 0.1% |
| 99.76666667 | 1 | < 0.1% |
| 99.76333333 | 1 | < 0.1% |
| 99.76 | 1 | < 0.1% |
| 99.72666667 | 3 | < 0.1% |
| 99.7175 | 1 | < 0.1% |
| Distinct | 1955 |
|---|---|
| Distinct (%) | 9.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.26710647 |
| Minimum | 15.39 |
|---|---|
| Maximum | 26 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 154.3 KiB |
Quantile statistics
| Minimum | 15.39 |
|---|---|
| 5-th percentile | 17.00555556 |
| Q1 | 18.7 |
| median | 20.03333333 |
| Q3 | 21.6 |
| 95-th percentile | 24.081 |
| Maximum | 26 |
| Range | 10.61 |
| Interquartile range (IQR) | 2.9 |
Descriptive statistics
| Standard deviation | 2.109993324 |
|---|---|
| Coefficient of variation (CV) | 0.1041092534 |
| Kurtosis | -0.4611646933 |
| Mean | 20.26710647 |
| Median Absolute Deviation (MAD) | 1.433333333 |
| Skewness | 0.2547224169 |
| Sum | 399971.3462 |
| Variance | 4.452071828 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18.5 | 453 | 2.3% |
| 19.2 | 450 | 2.3% |
| 19.29 | 345 | 1.7% |
| 19 | 302 | 1.5% |
| 18.39 | 297 | 1.5% |
| 19.1 | 289 | 1.5% |
| 20 | 288 | 1.5% |
| 21 | 288 | 1.5% |
| 18.6 | 280 | 1.4% |
| 21.39 | 276 | 1.4% |
| Other values (1945) | 16467 |
| Value | Count | Frequency (%) |
| 15.39 | 2 | < 0.1% |
| 15.39611111 | 2 | < 0.1% |
| 15.40833333 | 2 | < 0.1% |
| 15.41444444 | 4 | < 0.1% |
| 15.42055556 | 4 | < 0.1% |
| 15.42666667 | 1 | < 0.1% |
| 15.47555556 | 3 | < 0.1% |
| 15.48777778 | 6 | |
| 15.5 | 13 | |
| 15.51111111 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 26 | 1 | < 0.1% |
| 25.96333333 | 1 | < 0.1% |
| 25.92666667 | 1 | < 0.1% |
| 25.89 | 8 | |
| 25.82333333 | 2 | < 0.1% |
| 25.79 | 4 | |
| 25.73 | 2 | < 0.1% |
| 25.7 | 3 | < 0.1% |
| 25.63333333 | 1 | < 0.1% |
| 25.6 | 4 |
| Distinct | 5891 |
|---|---|
| Distinct (%) | 29.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.38820022 |
| Minimum | 23.2 |
|---|---|
| Maximum | 51.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 154.3 KiB |
Quantile statistics
| Minimum | 23.2 |
|---|---|
| 5-th percentile | 27.7 |
| Q1 | 31.5 |
| median | 34.86333333 |
| Q3 | 39 |
| 95-th percentile | 44.2 |
| Maximum | 51.4 |
| Range | 28.2 |
| Interquartile range (IQR) | 7.5 |
Descriptive statistics
| Standard deviation | 5.11420803 |
|---|---|
| Coefficient of variation (CV) | 0.144517325 |
| Kurtosis | -0.544889036 |
| Mean | 35.38820022 |
| Median Absolute Deviation (MAD) | 3.691904762 |
| Skewness | 0.242140829 |
| Sum | 698386.1312 |
| Variance | 26.15512377 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 33.9 | 131 | 0.7% |
| 33.59 | 118 | 0.6% |
| 33.7 | 104 | 0.5% |
| 30.2 | 90 | 0.5% |
| 36.29 | 86 | 0.4% |
| 34.59 | 85 | 0.4% |
| 34 | 84 | 0.4% |
| 31.29 | 83 | 0.4% |
| 32.2 | 82 | 0.4% |
| 34.4 | 82 | 0.4% |
| Other values (5881) | 18790 |
| Value | Count | Frequency (%) |
| 23.2 | 1 | < 0.1% |
| 23.23 | 1 | < 0.1% |
| 23.26 | 1 | < 0.1% |
| 23.29 | 3 | |
| 23.32333333 | 1 | < 0.1% |
| 23.39 | 1 | < 0.1% |
| 23.42666667 | 1 | < 0.1% |
| 23.46333333 | 2 | |
| 23.5 | 4 | |
| 23.53333333 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 51.4 | 1 | |
| 51.32777778 | 1 | |
| 51.19777778 | 1 | |
| 51.17555556 | 1 | |
| 51.15111111 | 1 | |
| 51.145 | 1 | |
| 51.14111111 | 1 | |
| 51.13888889 | 1 | |
| 51.09555556 | 1 | |
| 51.08611111 | 1 |
| Distinct | 2228 |
|---|---|
| Distinct (%) | 11.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.02910672 |
| Minimum | 16.30666667 |
|---|---|
| Maximum | 27.23 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 154.3 KiB |
Quantile statistics
| Minimum | 16.30666667 |
|---|---|
| 5-th percentile | 18.35666667 |
| Q1 | 20.79 |
| median | 22.1 |
| Q3 | 23.39 |
| 95-th percentile | 25.1 |
| Maximum | 27.23 |
| Range | 10.92333333 |
| Interquartile range (IQR) | 2.6 |
Descriptive statistics
| Standard deviation | 1.956161722 |
|---|---|
| Coefficient of variation (CV) | 0.08879895796 |
| Kurtosis | -0.1587417314 |
| Mean | 22.02910672 |
| Median Absolute Deviation (MAD) | 1.29 |
| Skewness | -0.2561511358 |
| Sum | 434744.4212 |
| Variance | 3.826568682 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 22.79 | 386 | 2.0% |
| 21.79 | 301 | 1.5% |
| 22.7 | 289 | 1.5% |
| 23.39 | 276 | 1.4% |
| 21.39 | 275 | 1.4% |
| 22.5 | 274 | 1.4% |
| 21.7 | 273 | 1.4% |
| 23.5 | 270 | 1.4% |
| 22 | 263 | 1.3% |
| 22.29 | 259 | 1.3% |
| Other values (2218) | 16869 |
| Value | Count | Frequency (%) |
| 16.30666667 | 1 | < 0.1% |
| 16.36222222 | 1 | < 0.1% |
| 16.36777778 | 2 | < 0.1% |
| 16.37333333 | 1 | < 0.1% |
| 16.38444444 | 1 | < 0.1% |
| 16.39 | 6 | |
| 16.40222222 | 1 | < 0.1% |
| 16.41444444 | 1 | < 0.1% |
| 16.45111111 | 2 | < 0.1% |
| 16.45722222 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 27.23 | 2 | |
| 27.2 | 2 | |
| 27.13333333 | 2 | |
| 27.1 | 2 | |
| 27.06666667 | 2 | |
| 27.05 | 1 | < 0.1% |
| 27.01428571 | 1 | < 0.1% |
| 27 | 3 | |
| 26.956 | 1 | < 0.1% |
| 26.92666667 | 1 | < 0.1% |
| Distinct | 6649 |
|---|---|
| Distinct (%) | 33.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.93616537 |
| Minimum | 29.6 |
|---|---|
| Maximum | 58.78 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 154.3 KiB |
Quantile statistics
| Minimum | 29.6 |
|---|---|
| 5-th percentile | 35.2582 |
| Q1 | 39.06666667 |
| median | 42.375 |
| Q3 | 46.536 |
| 95-th percentile | 52.06691667 |
| Maximum | 58.78 |
| Range | 29.18 |
| Interquartile range (IQR) | 7.469333333 |
Descriptive statistics
| Standard deviation | 5.22436068 |
|---|---|
| Coefficient of variation (CV) | 0.1216773933 |
| Kurtosis | -0.4819624321 |
| Mean | 42.93616537 |
| Median Absolute Deviation (MAD) | 3.651666667 |
| Skewness | 0.3080356149 |
| Sum | 847345.2236 |
| Variance | 27.29394451 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 39.5 | 95 | 0.5% |
| 39.29 | 80 | 0.4% |
| 39.59 | 67 | 0.3% |
| 39.2 | 65 | 0.3% |
| 43.7 | 63 | 0.3% |
| 38.5 | 60 | 0.3% |
| 42.09 | 59 | 0.3% |
| 43.9 | 59 | 0.3% |
| 40.5 | 56 | 0.3% |
| 37.29 | 56 | 0.3% |
| Other values (6639) | 19075 |
| Value | Count | Frequency (%) |
| 29.6 | 2 | < 0.1% |
| 29.675 | 1 | < 0.1% |
| 29.7 | 1 | < 0.1% |
| 29.72666667 | 1 | < 0.1% |
| 29.79 | 1 | < 0.1% |
| 29.82333333 | 2 | < 0.1% |
| 29.85666667 | 1 | < 0.1% |
| 29.89 | 4 | |
| 29.96333333 | 2 | < 0.1% |
| 30 | 9 |
| Value | Count | Frequency (%) |
| 58.78 | 1 | |
| 58.74 | 1 | |
| 58.73 | 1 | |
| 58.70277778 | 1 | |
| 58.67555556 | 1 | |
| 58.67222222 | 1 | |
| 58.61555556 | 1 | |
| 58.51 | 1 | |
| 58.46277778 | 1 | |
| 58.46111111 | 1 |
| Distinct | 924 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.48582816 |
| Minimum | 14.89 |
|---|---|
| Maximum | 24.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 154.3 KiB |
Quantile statistics
| Minimum | 14.89 |
|---|---|
| 5-th percentile | 16.39 |
| Q1 | 18 |
| median | 19.39 |
| Q3 | 20.6 |
| 95-th percentile | 23.2 |
| Maximum | 24.5 |
| Range | 9.61 |
| Interquartile range (IQR) | 2.6 |
Descriptive statistics
| Standard deviation | 2.014712386 |
|---|---|
| Coefficient of variation (CV) | 0.1033937264 |
| Kurtosis | -0.3246252857 |
| Mean | 19.48582816 |
| Median Absolute Deviation (MAD) | 1.29 |
| Skewness | 0.382711239 |
| Sum | 384552.8187 |
| Variance | 4.059065999 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20.5 | 487 | 2.5% |
| 18.2 | 476 | 2.4% |
| 20.29 | 449 | 2.3% |
| 19.6 | 443 | 2.2% |
| 18 | 422 | 2.1% |
| 20.79 | 413 | 2.1% |
| 20.39 | 411 | 2.1% |
| 18.29 | 408 | 2.1% |
| 18.5 | 399 | 2.0% |
| 19.5 | 387 | 2.0% |
| Other values (914) | 15440 |
| Value | Count | Frequency (%) |
| 14.89 | 10 | 0.1% |
| 14.96333333 | 1 | < 0.1% |
| 15 | 40 | |
| 15.025 | 1 | < 0.1% |
| 15.03333333 | 2 | < 0.1% |
| 15.06666667 | 5 | < 0.1% |
| 15.1 | 44 | |
| 15.13 | 1 | < 0.1% |
| 15.145 | 1 | < 0.1% |
| 15.16 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 24.5 | 19 | |
| 24.456 | 1 | < 0.1% |
| 24.45285714 | 1 | < 0.1% |
| 24.43714286 | 1 | < 0.1% |
| 24.434 | 2 | < 0.1% |
| 24.42142857 | 1 | < 0.1% |
| 24.40571429 | 2 | < 0.1% |
| 24.39 | 10 | |
| 24.37571429 | 1 | < 0.1% |
| 24.37 | 1 | < 0.1% |
| Distinct | 3388 |
|---|---|
| Distinct (%) | 17.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.55240075 |
| Minimum | 29.16666667 |
|---|---|
| Maximum | 53.32666667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 154.3 KiB |
Quantile statistics
| Minimum | 29.16666667 |
|---|---|
| 5-th percentile | 35.7 |
| Q1 | 38.5 |
| median | 40.9 |
| Q3 | 44.33809524 |
| 95-th percentile | 49.04692857 |
| Maximum | 53.32666667 |
| Range | 24.16 |
| Interquartile range (IQR) | 5.838095238 |
Descriptive statistics
| Standard deviation | 4.151497324 |
|---|---|
| Coefficient of variation (CV) | 0.09990992695 |
| Kurtosis | -0.4055401731 |
| Mean | 41.55240075 |
| Median Absolute Deviation (MAD) | 2.773333333 |
| Skewness | 0.3689370433 |
| Sum | 820036.6289 |
| Variance | 17.23493003 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 39.2 | 165 | 0.8% |
| 39.79 | 159 | 0.8% |
| 39.7 | 148 | 0.7% |
| 38.5 | 136 | 0.7% |
| 37.7 | 127 | 0.6% |
| 39.59 | 126 | 0.6% |
| 39.09 | 109 | 0.6% |
| 41.09 | 107 | 0.5% |
| 38.9 | 105 | 0.5% |
| 40 | 105 | 0.5% |
| Other values (3378) | 18448 |
| Value | Count | Frequency (%) |
| 29.16666667 | 2 | |
| 29.2 | 2 | |
| 29.23 | 1 | < 0.1% |
| 29.29 | 3 | |
| 29.35666667 | 2 | |
| 29.42666667 | 1 | < 0.1% |
| 29.445 | 1 | < 0.1% |
| 29.53333333 | 1 | < 0.1% |
| 29.56666667 | 1 | < 0.1% |
| 29.6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 53.32666667 | 2 | < 0.1% |
| 53.22333333 | 1 | < 0.1% |
| 53.16333333 | 1 | < 0.1% |
| 53.09 | 2 | < 0.1% |
| 53 | 3 | < 0.1% |
| 52.96666667 | 1 | < 0.1% |
| 52.95 | 1 | < 0.1% |
| 52.93333333 | 1 | < 0.1% |
| 52.9 | 10 | |
| 52.86333333 | 1 | < 0.1% |
| Distinct | 1730 |
|---|---|
| Distinct (%) | 8.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.411664555 |
| Minimum | -5 |
|---|---|
| Maximum | 26.1 |
| Zeros | 27 |
| Zeros (%) | 0.1% |
| Negative | 1154 |
| Negative (%) | 5.8% |
| Memory size | 154.3 KiB |
Quantile statistics
| Minimum | -5 |
|---|---|
| 5-th percentile | -0.3 |
| Q1 | 3.666666667 |
| median | 6.916666667 |
| Q3 | 10.40833333 |
| 95-th percentile | 17.1 |
| Maximum | 26.1 |
| Range | 31.1 |
| Interquartile range (IQR) | 6.741666667 |
Descriptive statistics
| Standard deviation | 5.317408806 |
|---|---|
| Coefficient of variation (CV) | 0.7174378665 |
| Kurtosis | 0.3642909585 |
| Mean | 7.411664555 |
| Median Absolute Deviation (MAD) | 3.383333333 |
| Skewness | 0.5342726299 |
| Sum | 146269.2 |
| Variance | 28.27483641 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9.8 | 119 | 0.6% |
| 9.6 | 107 | 0.5% |
| 10.1 | 105 | 0.5% |
| 5 | 105 | 0.5% |
| 5.5 | 96 | 0.5% |
| 6.3 | 87 | 0.4% |
| 8.6 | 85 | 0.4% |
| 4.6 | 85 | 0.4% |
| 2.5 | 85 | 0.4% |
| 3 | 84 | 0.4% |
| Other values (1720) | 18777 |
| Value | Count | Frequency (%) |
| -5 | 1 | < 0.1% |
| -4.988888889 | 1 | < 0.1% |
| -4.977777778 | 1 | < 0.1% |
| -4.966666667 | 1 | < 0.1% |
| -4.955555556 | 1 | < 0.1% |
| -4.944444444 | 1 | < 0.1% |
| -4.933333333 | 1 | < 0.1% |
| -4.922222222 | 1 | < 0.1% |
| -4.911111111 | 1 | < 0.1% |
| -4.9 | 3 |
| Value | Count | Frequency (%) |
| 26.1 | 1 | |
| 26.03333333 | 1 | |
| 25.96666667 | 1 | |
| 25.9 | 1 | |
| 25.83333333 | 1 | |
| 25.81666667 | 1 | |
| 25.76666667 | 1 | |
| 25.7 | 1 | |
| 25.6 | 1 | |
| 25.53333333 | 1 |
| Distinct | 2189 |
|---|---|
| Distinct (%) | 11.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 755.522602 |
| Minimum | 729.3 |
|---|---|
| Maximum | 772.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 154.3 KiB |
Quantile statistics
| Minimum | 729.3 |
|---|---|
| 5-th percentile | 742.2283333 |
| Q1 | 750.9333333 |
| median | 756.1 |
| Q3 | 760.9333333 |
| 95-th percentile | 766.6 |
| Maximum | 772.3 |
| Range | 43 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 7.39944066 |
|---|---|
| Coefficient of variation (CV) | 0.009793804501 |
| Kurtosis | 0.07183088449 |
| Mean | 755.522602 |
| Median Absolute Deviation (MAD) | 5.033333333 |
| Skewness | -0.4204415182 |
| Sum | 14910238.55 |
| Variance | 54.75172208 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 757.3 | 142 | 0.7% |
| 756.2 | 110 | 0.6% |
| 764.5 | 98 | 0.5% |
| 756.6 | 97 | 0.5% |
| 755.8 | 95 | 0.5% |
| 752.8 | 95 | 0.5% |
| 760.3 | 94 | 0.5% |
| 757 | 93 | 0.5% |
| 766 | 85 | 0.4% |
| 751.3 | 85 | 0.4% |
| Other values (2179) | 18741 |
| Value | Count | Frequency (%) |
| 729.3 | 1 | |
| 729.3333333 | 1 | |
| 729.3666667 | 1 | |
| 729.4 | 1 | |
| 729.4333333 | 1 | |
| 729.4666667 | 1 | |
| 729.5 | 1 | |
| 729.5833333 | 1 | |
| 729.7 | 1 | |
| 729.8666667 | 1 |
| Value | Count | Frequency (%) |
| 772.3 | 1 | < 0.1% |
| 772.2833333 | 2 | < 0.1% |
| 772.2666667 | 2 | < 0.1% |
| 772.25 | 2 | < 0.1% |
| 772.2333333 | 2 | < 0.1% |
| 772.2166667 | 2 | < 0.1% |
| 772.2 | 8 | |
| 772.1166667 | 1 | < 0.1% |
| 772.1 | 1 | < 0.1% |
| 772.0333333 | 1 | < 0.1% |
| Distinct | 566 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 79.75041804 |
| Minimum | 24 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 154.3 KiB |
Quantile statistics
| Minimum | 24 |
|---|---|
| 5-th percentile | 51 |
| Q1 | 70.33333333 |
| median | 83.66666667 |
| Q3 | 91.66666667 |
| 95-th percentile | 97 |
| Maximum | 100 |
| Range | 76 |
| Interquartile range (IQR) | 21.33333333 |
Descriptive statistics
| Standard deviation | 14.90108756 |
|---|---|
| Coefficient of variation (CV) | 0.1868465135 |
| Kurtosis | 0.2568594171 |
| Mean | 79.75041804 |
| Median Absolute Deviation (MAD) | 9.5 |
| Skewness | -0.9229972473 |
| Sum | 1573874.5 |
| Variance | 222.0424104 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 95 | 470 | 2.4% |
| 92 | 342 | 1.7% |
| 88 | 341 | 1.7% |
| 91 | 332 | 1.7% |
| 93 | 318 | 1.6% |
| 94 | 312 | 1.6% |
| 97 | 309 | 1.6% |
| 96 | 306 | 1.6% |
| 89 | 305 | 1.5% |
| 90 | 271 | 1.4% |
| Other values (556) | 16429 |
| Value | Count | Frequency (%) |
| 24 | 1 | < 0.1% |
| 24.5 | 1 | < 0.1% |
| 25 | 2 | |
| 25.16666667 | 1 | < 0.1% |
| 25.33333333 | 1 | < 0.1% |
| 25.5 | 2 | |
| 25.66666667 | 1 | < 0.1% |
| 26 | 4 | |
| 26.16666667 | 1 | < 0.1% |
| 26.33333333 | 3 |
| Value | Count | Frequency (%) |
| 100 | 69 | |
| 99.91666667 | 1 | < 0.1% |
| 99.83333333 | 22 | 0.1% |
| 99.75 | 1 | < 0.1% |
| 99.66666667 | 26 | 0.1% |
| 99.58333333 | 1 | < 0.1% |
| 99.5 | 22 | 0.1% |
| 99.41666667 | 1 | < 0.1% |
| 99.33333333 | 27 | 0.1% |
| 99.25 | 1 | < 0.1% |
Windspeed
Real number (ℝ≥0)
| Distinct | 189 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.03975171 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 6 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 154.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3.666666667 |
| Q3 | 5.5 |
| 95-th percentile | 9 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 3.5 |
Descriptive statistics
| Standard deviation | 2.451220606 |
|---|---|
| Coefficient of variation (CV) | 0.6067750648 |
| Kurtosis | 0.2500295812 |
| Mean | 4.03975171 |
| Median Absolute Deviation (MAD) | 1.666666667 |
| Skewness | 0.8599821006 |
| Sum | 79724.5 |
| Variance | 6.008482458 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2133 | 10.8% |
| 2 | 2007 | 10.2% |
| 3 | 1707 | 8.6% |
| 4 | 1594 | 8.1% |
| 5 | 1084 | 5.5% |
| 6 | 872 | 4.4% |
| 7 | 502 | 2.5% |
| 8 | 415 | 2.1% |
| 2.333333333 | 380 | 1.9% |
| 2.666666667 | 379 | 1.9% |
| Other values (179) | 8662 |
| Value | Count | Frequency (%) |
| 0 | 6 | < 0.1% |
| 0.1666666667 | 9 | < 0.1% |
| 0.3333333333 | 11 | 0.1% |
| 0.5 | 9 | < 0.1% |
| 0.6666666667 | 12 | 0.1% |
| 0.8333333333 | 9 | < 0.1% |
| 1 | 2133 | |
| 1.055555556 | 1 | < 0.1% |
| 1.083333333 | 1 | < 0.1% |
| 1.111111111 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 14 | 1 | < 0.1% |
| 13.5 | 1 | < 0.1% |
| 13 | 28 | |
| 12.83333333 | 2 | < 0.1% |
| 12.66666667 | 4 | < 0.1% |
| 12.5 | 3 | < 0.1% |
| 12.33333333 | 4 | < 0.1% |
| 12.16666667 | 2 | < 0.1% |
| 12 | 28 | |
| 11.83333333 | 9 | < 0.1% |
| Distinct | 413 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.33083354 |
| Minimum | 1 |
|---|---|
| Maximum | 66 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 154.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 21.66666667 |
| Q1 | 29 |
| median | 40 |
| Q3 | 40 |
| 95-th percentile | 62.66666667 |
| Maximum | 66 |
| Range | 65 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 11.79471876 |
|---|---|
| Coefficient of variation (CV) | 0.3077083817 |
| Kurtosis | 0.1658183802 |
| Mean | 38.33083354 |
| Median Absolute Deviation (MAD) | 6.5 |
| Skewness | 0.4415544618 |
| Sum | 756459 |
| Variance | 139.1153906 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 40 | 7224 | |
| 29 | 449 | 2.3% |
| 36.33333333 | 257 | 1.3% |
| 23 | 247 | 1.3% |
| 28 | 245 | 1.2% |
| 32.66666667 | 241 | 1.2% |
| 34.5 | 240 | 1.2% |
| 30.83333333 | 237 | 1.2% |
| 38.16666667 | 236 | 1.2% |
| 62 | 236 | 1.2% |
| Other values (403) | 10123 |
| Value | Count | Frequency (%) |
| 1 | 10 | |
| 1.166666667 | 1 | < 0.1% |
| 1.333333333 | 2 | < 0.1% |
| 1.5 | 1 | < 0.1% |
| 1.666666667 | 2 | < 0.1% |
| 1.833333333 | 1 | < 0.1% |
| 2 | 9 | |
| 2.166666667 | 2 | < 0.1% |
| 2.333333333 | 3 | < 0.1% |
| 2.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 66 | 7 | < 0.1% |
| 65 | 161 | |
| 64.83333333 | 21 | 0.1% |
| 64.66666667 | 36 | 0.2% |
| 64.5 | 26 | 0.1% |
| 64.33333333 | 40 | 0.2% |
| 64.16666667 | 21 | 0.1% |
| 64 | 218 | |
| 63.83333333 | 25 | 0.1% |
| 63.66666667 | 59 | 0.3% |
| Distinct | 1409 |
|---|---|
| Distinct (%) | 7.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.760706866 |
| Minimum | -6.6 |
|---|---|
| Maximum | 15.5 |
| Zeros | 123 |
| Zeros (%) | 0.6% |
| Negative | 3237 |
| Negative (%) | 16.4% |
| Memory size | 154.3 KiB |
Quantile statistics
| Minimum | -6.6 |
|---|---|
| 5-th percentile | -3.1 |
| Q1 | 0.9 |
| median | 3.433333333 |
| Q3 | 6.566666667 |
| 95-th percentile | 11.23333333 |
| Maximum | 15.5 |
| Range | 22.1 |
| Interquartile range (IQR) | 5.666666667 |
Descriptive statistics
| Standard deviation | 4.194647835 |
|---|---|
| Coefficient of variation (CV) | 1.11538814 |
| Kurtosis | -0.1245188007 |
| Mean | 3.760706866 |
| Median Absolute Deviation (MAD) | 2.766666667 |
| Skewness | 0.2393740766 |
| Sum | 74217.55 |
| Variance | 17.59507046 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 123 | 0.6% |
| 1.4 | 110 | 0.6% |
| 2.1 | 108 | 0.5% |
| 2.9 | 98 | 0.5% |
| 2 | 95 | 0.5% |
| 1.6 | 94 | 0.5% |
| 3.4 | 92 | 0.5% |
| 2.8 | 91 | 0.5% |
| 3.1 | 89 | 0.5% |
| 2.2 | 89 | 0.5% |
| Other values (1399) | 18746 |
| Value | Count | Frequency (%) |
| -6.6 | 1 | < 0.1% |
| -6.55 | 1 | < 0.1% |
| -6.516666667 | 1 | < 0.1% |
| -6.5 | 2 | |
| -6.483333333 | 2 | |
| -6.466666667 | 2 | |
| -6.45 | 3 | |
| -6.433333333 | 3 | |
| -6.416666667 | 2 | |
| -6.4 | 3 |
| Value | Count | Frequency (%) |
| 15.5 | 1 | |
| 15.4 | 1 | |
| 15.31666667 | 1 | |
| 15.3 | 1 | |
| 15.2 | 2 | |
| 15.13333333 | 1 | |
| 15.11666667 | 1 | |
| 15.1 | 2 | |
| 15.05 | 1 | |
| 15.03333333 | 1 |
| Distinct | 19735 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.98803349 |
| Minimum | 0.005321681965 |
|---|---|
| Maximum | 49.99652968 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 154.3 KiB |
Quantile statistics
| Minimum | 0.005321681965 |
|---|---|
| 5-th percentile | 2.433625059 |
| Q1 | 12.49788908 |
| median | 24.89765282 |
| Q3 | 37.5837694 |
| 95-th percentile | 47.53356841 |
| Maximum | 49.99652968 |
| Range | 49.991208 |
| Interquartile range (IQR) | 25.08588033 |
Descriptive statistics
| Standard deviation | 14.49663386 |
|---|---|
| Coefficient of variation (CV) | 0.580143046 |
| Kurtosis | -1.205696865 |
| Mean | 24.98803349 |
| Median Absolute Deviation (MAD) | 12.54507325 |
| Skewness | 0.004944595412 |
| Sum | 493138.8408 |
| Variance | 210.1523933 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 40.6458925 | 1 | < 0.1% |
| 5.302278523 | 1 | < 0.1% |
| 48.67390179 | 1 | < 0.1% |
| 24.69369182 | 1 | < 0.1% |
| 1.997937227 | 1 | < 0.1% |
| 41.27546179 | 1 | < 0.1% |
| 7.636968442 | 1 | < 0.1% |
| 41.18765974 | 1 | < 0.1% |
| 19.68422858 | 1 | < 0.1% |
| 14.50867587 | 1 | < 0.1% |
| Other values (19725) | 19725 |
| Value | Count | Frequency (%) |
| 0.005321681965 | 1 | |
| 0.006032793317 | 1 | |
| 0.0100190402 | 1 | |
| 0.01353875268 | 1 | |
| 0.01398874447 | 1 | |
| 0.01489714487 | 1 | |
| 0.02141083824 | 1 | |
| 0.02852610778 | 1 | |
| 0.02972075017 | 1 | |
| 0.03026330378 | 1 |
| Value | Count | Frequency (%) |
| 49.99652968 | 1 | |
| 49.99317296 | 1 | |
| 49.99275807 | 1 | |
| 49.99101075 | 1 | |
| 49.9816739 | 1 | |
| 49.98166731 | 1 | |
| 49.97277026 | 1 | |
| 49.97212789 | 1 | |
| 49.96198707 | 1 | |
| 49.96114949 | 1 |
total_load
Real number (ℝ≥0)
| Distinct | 91 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 101.496833 |
| Minimum | 10 |
|---|---|
| Maximum | 1110 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 154.3 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 50 |
| median | 60 |
| Q3 | 100 |
| 95-th percentile | 330 |
| Maximum | 1110 |
| Range | 1100 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 104.3808289 |
|---|---|
| Coefficient of variation (CV) | 1.028414638 |
| Kurtosis | 13.13648121 |
| Mean | 101.496833 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 3.302997576 |
| Sum | 2003040 |
| Variance | 10895.35743 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50 | 4160 | |
| 60 | 2956 | |
| 40 | 1866 | |
| 70 | 1487 | 7.5% |
| 80 | 1337 | 6.8% |
| 90 | 1144 | 5.8% |
| 100 | 973 | 4.9% |
| 110 | 782 | 4.0% |
| 30 | 675 | 3.4% |
| 120 | 621 | 3.1% |
| Other values (81) | 3734 |
| Value | Count | Frequency (%) |
| 10 | 8 | < 0.1% |
| 20 | 327 | 1.7% |
| 30 | 675 | 3.4% |
| 40 | 1866 | |
| 50 | 4160 | |
| 60 | 2956 | |
| 70 | 1487 | 7.5% |
| 80 | 1337 | 6.8% |
| 90 | 1144 | 5.8% |
| 100 | 973 | 4.9% |
| Value | Count | Frequency (%) |
| 1110 | 1 | |
| 1100 | 1 | |
| 910 | 2 | |
| 900 | 1 | |
| 890 | 1 | |
| 870 | 2 | |
| 860 | 1 | |
| 850 | 1 | |
| 840 | 2 | |
| 820 | 2 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| date | T1 | RH_1 | T2 | RH_2 | T3 | RH_3 | T4 | RH_4 | T5 | RH_5 | T6 | RH_6 | T7 | RH_7 | T8 | RH_8 | T9 | RH_9 | T_out | Press_mm_hg | RH_out | Windspeed | Visibility | Tdewpoint | rv2 | total_load | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2016-01-11 17:00:00 | 19.890000 | 47.596667 | 19.20 | 44.790000 | 19.79 | 44.730000 | 19.000000 | 45.566667 | 17.166667 | 55.200000 | 7.026667 | 84.256667 | 17.200000 | 41.626667 | 18.2 | 48.900000 | 17.033333 | 45.53 | 6.600000 | 733.500000 | 92.000000 | 7.000000 | 63.000000 | 5.300000 | 13.275433 | 90 |
| 1 | 2016-01-11 17:10:00 | 19.890000 | 46.693333 | 19.20 | 44.722500 | 19.79 | 44.790000 | 19.000000 | 45.992500 | 17.166667 | 55.200000 | 6.833333 | 84.063333 | 17.200000 | 41.560000 | 18.2 | 48.863333 | 17.066667 | 45.56 | 6.483333 | 733.600000 | 92.000000 | 6.666667 | 59.166667 | 5.200000 | 18.606195 | 90 |
| 2 | 2016-01-11 17:20:00 | 19.890000 | 46.300000 | 19.20 | 44.626667 | 19.79 | 44.933333 | 18.926667 | 45.890000 | 17.166667 | 55.090000 | 6.560000 | 83.156667 | 17.200000 | 41.433333 | 18.2 | 48.730000 | 17.000000 | 45.50 | 6.366667 | 733.700000 | 92.000000 | 6.333333 | 55.333333 | 5.100000 | 28.642668 | 80 |
| 3 | 2016-01-11 17:30:00 | 19.890000 | 46.066667 | 19.20 | 44.590000 | 19.79 | 45.000000 | 18.890000 | 45.723333 | 17.166667 | 55.090000 | 6.433333 | 83.423333 | 17.133333 | 41.290000 | 18.1 | 48.590000 | 17.000000 | 45.40 | 6.250000 | 733.800000 | 92.000000 | 6.000000 | 51.500000 | 5.000000 | 45.410389 | 90 |
| 4 | 2016-01-11 17:40:00 | 19.890000 | 46.333333 | 19.20 | 44.530000 | 19.79 | 45.000000 | 18.890000 | 45.530000 | 17.200000 | 55.090000 | 6.366667 | 84.893333 | 17.200000 | 41.230000 | 18.1 | 48.590000 | 17.000000 | 45.40 | 6.133333 | 733.900000 | 92.000000 | 5.666667 | 47.666667 | 4.900000 | 10.084097 | 100 |
| 5 | 2016-01-11 17:50:00 | 19.890000 | 46.026667 | 19.20 | 44.500000 | 19.79 | 44.933333 | 18.890000 | 45.730000 | 17.133333 | 55.030000 | 6.300000 | 85.766667 | 17.133333 | 41.260000 | 18.1 | 48.590000 | 17.000000 | 45.29 | 6.016667 | 734.000000 | 92.000000 | 5.333333 | 43.833333 | 4.800000 | 44.919484 | 90 |
| 6 | 2016-01-11 18:00:00 | 19.890000 | 45.766667 | 19.20 | 44.500000 | 19.79 | 44.900000 | 18.890000 | 45.790000 | 17.100000 | 54.966667 | 6.263333 | 86.090000 | 17.133333 | 41.200000 | 18.1 | 48.590000 | 17.000000 | 45.29 | 5.900000 | 734.100000 | 92.000000 | 5.000000 | 40.000000 | 4.700000 | 47.233763 | 110 |
| 7 | 2016-01-11 18:10:00 | 19.856667 | 45.560000 | 19.20 | 44.500000 | 19.73 | 44.900000 | 18.890000 | 45.863333 | 17.100000 | 54.900000 | 6.190000 | 86.423333 | 17.100000 | 41.200000 | 18.1 | 48.590000 | 17.000000 | 45.29 | 5.916667 | 734.166667 | 91.833333 | 5.166667 | 40.000000 | 4.683333 | 33.039890 | 110 |
| 8 | 2016-01-11 18:20:00 | 19.790000 | 45.597500 | 19.20 | 44.433333 | 19.73 | 44.790000 | 18.890000 | 45.790000 | 17.166667 | 55.000000 | 6.123333 | 87.226667 | 17.166667 | 41.400000 | 18.1 | 48.590000 | 17.000000 | 45.29 | 5.933333 | 734.233333 | 91.666667 | 5.333333 | 40.000000 | 4.666667 | 31.455702 | 100 |
| 9 | 2016-01-11 18:30:00 | 19.856667 | 46.090000 | 19.23 | 44.400000 | 19.79 | 44.863333 | 18.890000 | 46.096667 | 17.100000 | 55.000000 | 6.190000 | 87.626667 | 17.200000 | 41.500000 | 18.1 | 48.590000 | 17.000000 | 45.29 | 5.950000 | 734.300000 | 91.500000 | 5.500000 | 40.000000 | 4.650000 | 3.089314 | 110 |
Last rows
| date | T1 | RH_1 | T2 | RH_2 | T3 | RH_3 | T4 | RH_4 | T5 | RH_5 | T6 | RH_6 | T7 | RH_7 | T8 | RH_8 | T9 | RH_9 | T_out | Press_mm_hg | RH_out | Windspeed | Visibility | Tdewpoint | rv2 | total_load | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 19725 | 2016-05-27 16:30:00 | 25.426667 | 46.060000 | 26.000000 | 41.700000 | 28.000000 | 40.760000 | 24.7 | 45.400000 | 23.20 | 52.060000 | 26.530000 | 1.0 | 24.390000 | 44.368571 | 24.356667 | 51.333333 | 23.2 | 46.700000 | 22.900000 | 755.35 | 55.000000 | 2.500000 | 22.500000 | 13.300000 | 23.009520 | 220 |
| 19726 | 2016-05-27 16:40:00 | 25.500000 | 46.530000 | 26.000000 | 41.725714 | 27.856667 | 40.500000 | 24.7 | 45.500000 | 23.20 | 52.000000 | 26.293333 | 1.0 | 24.500000 | 44.634000 | 24.434000 | 51.632000 | 23.2 | 46.652857 | 22.933333 | 755.30 | 55.000000 | 2.666667 | 22.333333 | 13.333333 | 25.296732 | 180 |
| 19727 | 2016-05-27 16:50:00 | 25.500000 | 47.456667 | 26.000000 | 42.320000 | 27.663333 | 40.693333 | 24.7 | 45.560000 | 23.20 | 52.126667 | 25.833333 | 1.0 | 24.468571 | 44.668571 | 24.540000 | 51.500000 | 23.2 | 46.718000 | 22.966667 | 755.25 | 55.000000 | 2.833333 | 22.166667 | 13.366667 | 1.796395 | 120 |
| 19728 | 2016-05-27 17:00:00 | 25.600000 | 47.193333 | 25.968571 | 42.528571 | 27.390000 | 41.030000 | 24.7 | 45.626667 | 23.20 | 52.260000 | 25.963333 | 1.0 | 24.500000 | 44.718000 | 24.600000 | 50.863333 | 23.2 | 46.751429 | 23.000000 | 755.20 | 55.000000 | 3.000000 | 22.000000 | 13.400000 | 18.248201 | 110 |
| 19729 | 2016-05-27 17:10:00 | 25.533333 | 46.860000 | 25.978000 | 42.534000 | 27.323333 | 41.090000 | 24.7 | 45.626667 | 23.20 | 52.326667 | 25.630000 | 1.0 | 24.500000 | 44.764286 | 24.666667 | 50.445000 | 23.2 | 46.745000 | 22.866667 | 755.20 | 55.333333 | 3.166667 | 22.833333 | 13.366667 | 16.966162 | 90 |
| 19730 | 2016-05-27 17:20:00 | 25.566667 | 46.560000 | 25.890000 | 42.025714 | 27.200000 | 41.163333 | 24.7 | 45.590000 | 23.20 | 52.400000 | 24.796667 | 1.0 | 24.500000 | 44.500000 | 24.700000 | 50.074000 | 23.2 | 46.790000 | 22.733333 | 755.20 | 55.666667 | 3.333333 | 23.666667 | 13.333333 | 43.096812 | 100 |
| 19731 | 2016-05-27 17:30:00 | 25.500000 | 46.500000 | 25.754000 | 42.080000 | 27.133333 | 41.223333 | 24.7 | 45.590000 | 23.23 | 52.326667 | 24.196667 | 1.0 | 24.557143 | 44.414286 | 24.700000 | 49.790000 | 23.2 | 46.790000 | 22.600000 | 755.20 | 56.000000 | 3.500000 | 24.500000 | 13.300000 | 49.282940 | 90 |
| 19732 | 2016-05-27 17:40:00 | 25.500000 | 46.596667 | 25.628571 | 42.768571 | 27.050000 | 41.690000 | 24.7 | 45.730000 | 23.23 | 52.266667 | 23.626667 | 1.0 | 24.540000 | 44.400000 | 24.700000 | 49.660000 | 23.2 | 46.790000 | 22.466667 | 755.20 | 56.333333 | 3.666667 | 25.333333 | 13.266667 | 29.199117 | 280 |
| 19733 | 2016-05-27 17:50:00 | 25.500000 | 46.990000 | 25.414000 | 43.036000 | 26.890000 | 41.290000 | 24.7 | 45.790000 | 23.20 | 52.200000 | 22.433333 | 1.0 | 24.500000 | 44.295714 | 24.662500 | 49.518750 | 23.2 | 46.817500 | 22.333333 | 755.20 | 56.666667 | 3.833333 | 26.166667 | 13.233333 | 6.322784 | 430 |
| 19734 | 2016-05-27 18:00:00 | 25.500000 | 46.600000 | 25.264286 | 42.971429 | 26.823333 | 41.156667 | 24.7 | 45.963333 | 23.20 | 52.200000 | 21.026667 | 1.0 | 24.500000 | 44.054000 | 24.736000 | 49.736000 | 23.2 | 46.845000 | 22.200000 | 755.20 | 57.000000 | 4.000000 | 27.000000 | 13.200000 | 34.118851 | 440 |